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Using AI for UX Work: Study Guide
Collection of resources on integrating AI into UX workflows and careers.
Tanner Kohler
AI
UX Research
Career
Visual Frameworks
Visual Frameworks: A Language of Patterns
100 visual frameworks for creative thinking and problem-solving.
Frameworks
Visual Thinking
Strategy
roadmap.sh
Design System Roadmap
Step-by-step guide for creating and implementing a design system.
Kamran Ahmed
Design Systems
Roadmap
Design System Checklist
Design System Checklist: Design Language
Open-source checklist for planning, building, and scaling design systems.
Arda Karacizmeli
Design Systems
Checklist
Wix UX
When Life Gives You Lemons, Write Better Error Messages
How Wix redesigned thousands of error messages for clarity and empathy.
Jenni Nadler
UX Writing
Error Handling
Content Design
vanschneider.com
Dear Young Designer
Candid advice for emerging designers on mindset, work ethic, and growth.
Tobias van Schneider
Career
Mindset
UX Collective
The Data Delivery Checklist
Five principles for designing human-centered data products.
Michael J. Lever
Data Design
Product
Design Bootcamp
A Growth Framework for Design Teams
Growth matrices that clarify individual roles and responsibilities on design teams.
Shannon E. Thomas
Leadership
Team Growth
Career
Spotify Design
Finding Your T-Shape as a Generalist Designer
Two designers reflect on life as a generalist at Spotify.
Career
Generalist
Growth
UX Collective
Transition Animations: A Practical Guide
Principles anyone can immediately apply to transition animations in design.
Dongkyu Lee
Animation
Motion Design
Craft
UI Colors
Tailwind CSS Color Generator
Generate and browse full color palettes for design systems and Tailwind.
Tool
Color
Design Systems
principles.design
Design Principles
Open-source collection of real-world design principles from organizations.
Ben Brignell
Principles
Reference
UX Collective
The Business of Design
How designers can articulate value through objectives and business outcomes.
Dave Huber
Business
Strategy
Leadership
Growth.design
Psychology of Design
Visual catalog of cognitive biases and UX psychology principles.
Psychology
Cognitive Bias
Reference
Medium
A Product Design Career Guide for ICs
Framework outlining career progression levels for product designers.
Ryan Quintal
Career
IC Track
Framework
Figma
State of the Designer 2026
Figma's annual survey on how designers navigate evolving roles and tools.
Industry
Trends
2026
The Looking Glass
The Thing You Are Expert at Will Be Your Career Downfall
AI will disrupt careers most where existing expertise creates complacency.
Julie Zhuo
AI
Career
Mindset
Designary
Designary: Top Posts Archive
Curated archive of top-ranked design essays and visual breakdowns.
Filippos Protogeridis
Visual Design
Collection
Harvard Business Review
The Elements of Value
Framework mapping 30 fundamental elements that drive consumer purchasing decisions.
Eric Almquist, John Senior, Nicolas Bloch
Strategy
Value
Framework
IDEO
The Business Case for Responsible Design
Five reasons inclusive design is becoming a business imperative, not optional.
Stuart Getty, John Won, Becca Carroll, Beth Holzer
Ethics
Inclusive Design
Business
jeffgothelf.com
The Lean Product Canvas
Evolution of the Lean UX Canvas into a complete product strategy tool.
Jeff Gothelf
Product Strategy
Lean UX
Framework
Center Centre
Why the UX Job Market Sucks (And What To Do About It)
Practical advice for UX professionals navigating a historically tough job market.
Jared Spool
Career
Job Market
UX Industry
LinkedIn
How the Right UX Metrics Show Game-Changing Value
How one UX team used the right metrics to demonstrate strategic impact.
Jared Spool
Metrics
UX Value
Leadership
Center Centre
Getting the Most Out of Subject Matter Experts
How to leverage SME expertise effectively beyond how most teams use them.
Jared Spool
Research
Collaboration
Thinking Design (Adobe)
Research Basics Every Designer Should Know
Design research fundamentals that help teams understand user needs and make confident decisions.
Lirra Hill
Research
Fundamentals
The Lateral Lens
How to Create a Strategy Table
Framework for mapping decisions and exploring alternative strategies.
Charles Lambdin
Strategy
Decision Making
Framework
Center Centre
How the Right UX Metrics Show Game-Changing Value
Outcome-driven UX metrics tied to business success prove more compelling than conventional analytics.
Jared Spool
Metrics
UX Value
Business
Medium
We Don't Sell Saddles Here
Internal Slack memo on selling organizational transformation, not just software.
Stewart Butterfield
Product Thinking
Strategy
Classic
Interface Design Lab
Data Dashboards UX: Design Patterns & Benchmarking
Benchmarking 13+ dashboard platforms to identify common UX design patterns.
Creative Navy
Dashboards
Data Design
Patterns
UX Collective
Dumb AI Is Pushing Out Good UX
Poorly implemented AI features undermine user experience and frustrate users.
Chris Raymond
AI
UX Critique
IDEO
A Look Inside LEGO's Digital Design Toolbox
LEGO's approach to digital experiences that prioritize children's well-being.
Michelle Lee
Case Study
Responsible Design
The Looking Glass
The Death of Product Development as We Know It
AI transforms product teams from traditional hierarchies into small, nimble groups.
Julie Zhuo
AI
Product Teams
Future
Center Centre
How a UX Team Discovered an Underserved Audience and Made Millions
Strategic UX research uncovered budget-constrained subscribers, leading to a profitable feature.
Jared Spool
Research
Business Impact
Case Study